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ModelsThatRun
Test photo cyclist-bike-lane

cyclist-bike-lane

License
CC0-1.0
Author
DimiTalen
Source
Wikimedia Commons, https://commons.wikimedia.org/wiki/File:Male_cyclist_on_N_Dearborn_Street_bike_lane,_Chicago,_2025.jpg (CC0 1.0 by the author, checked 2026-10-27); downscaled to 1067x1600, metadata removed
Hard cases
daylight, perspective, portrait

Hover any output to magnify the same spot in every output of that task.

Object detection

D-FINE l
D-FINE l
D-FINE m
D-FINE m
D-FINE n
D-FINE n
D-FINE s
D-FINE s
D-FINE x
D-FINE x
DEIMv2 l
DEIMv2 l
DEIMv2 m
DEIMv2 m
DEIMv2 s
DEIMv2 s
DEIMv2 x
DEIMv2 x
Grounding DINO base
Grounding DINO baseFails: misses the dark car beside the bike lane
Grounding DINO tiny
Grounding DINO tinyFails: misses the dark car beside the bike lane
GTR l
GTR l
GTR m
GTR m
GTR s
GTR s
GTR x
GTR x
LLMDet base
LLMDet baseFails: misses the dark car beside the bike lane
LLMDet large
LLMDet largeFails: misses the dark car beside the bike lane
LLMDet tiny
LLMDet tinyFails: misses the dark car beside the bike lane
MM-Grounding-DINO base
MM-Grounding-DINO baseFails: misses the dark car beside the bike lane
MM-Grounding-DINO large
MM-Grounding-DINO largeFails: misses the dark car beside the bike lane
MM-Grounding-DINO tiny
MM-Grounding-DINO tinyFails: misses the dark car beside the bike lane
RF-DETR large
RF-DETR large
RF-DETR medium
RF-DETR medium
RF-DETR nano
RF-DETR nano
RF-DETR small
RF-DETR small
RT-DETRv4 l
RT-DETRv4 l
RT-DETRv4 m
RT-DETRv4 m
RT-DETRv4 s
RT-DETRv4 s
RT-DETRv4 x
RT-DETRv4 x
YOLO11 l
YOLO11 l
YOLO11 m
YOLO11 m
YOLO11 n
YOLO11 n
YOLO11 s
YOLO11 s
YOLO11 x
YOLO11 x
YOLO26 l
YOLO26 l
YOLO26 m
YOLO26 m
YOLO26 n
YOLO26 nFails: misses the bicycle under the lead cyclist
YOLO26 s
YOLO26 s
YOLO26 x
YOLO26 x
YOLOv8 l
YOLOv8 l
YOLOv8 m
YOLOv8 m
YOLOv8 n
YOLOv8 n
YOLOv8 s
YOLOv8 s
YOLOv8 x
YOLOv8 x

Instance segmentation

EoMT large-1280
EoMT large-1280
EoMT large-640
EoMT large-640
GTR-Seg l
GTR-Seg l
GTR-Seg m
GTR-Seg m
GTR-Seg s
GTR-Seg s
GTR-Seg x
GTR-Seg x
RF-DETR-Seg 2xlarge
RF-DETR-Seg 2xlarge
RF-DETR-Seg large
RF-DETR-Seg large
RF-DETR-Seg medium
RF-DETR-Seg medium
RF-DETR-Seg nano
RF-DETR-Seg nano
RF-DETR-Seg small
RF-DETR-Seg small
RF-DETR-Seg xlarge
RF-DETR-Seg xlarge
YOLO11-seg l
YOLO11-seg l
YOLO11-seg m
YOLO11-seg m
YOLO11-seg n
YOLO11-seg n
YOLO11-seg s
YOLO11-seg s
YOLO11-seg x
YOLO11-seg x
YOLO26-seg l
YOLO26-seg l
YOLO26-seg m
YOLO26-seg m
YOLO26-seg n
YOLO26-seg nFails: misses the central cyclist's bicycle
YOLO26-seg s
YOLO26-seg s
YOLO26-seg x
YOLO26-seg x
YOLOv8-seg l
YOLOv8-seg l
YOLOv8-seg m
YOLOv8-seg m
YOLOv8-seg n
YOLOv8-seg n
YOLOv8-seg s
YOLOv8-seg s
YOLOv8-seg x
YOLOv8-seg x

Image matting

BEN2 base
BEN2 base
BiRefNet general
BiRefNet general
BiRefNet hr
BiRefNet hr
BiRefNet lite
BiRefNet lite

Depth estimation

Depth Anything 3 Metric large
Depth Anything 3 Metric large
Depth Anything 3 Mono large
Depth Anything 3 Mono large
Depth Anything V2 base
Depth Anything V2 base
Depth Anything V2 large
Depth Anything V2 large
Depth Anything V2 small
Depth Anything V2 small
MoGe-2 vitb
MoGe-2 vitb
MoGe-2 vitl
MoGe-2 vitl
MoGe-2 vits
MoGe-2 vits

Pose estimation

GTR-Pose l
GTR-Pose l
GTR-Pose m
GTR-Pose m
GTR-Pose s
GTR-Pose s
GTR-Pose x
GTR-Pose x
RF-DETR Keypoint preview
RF-DETR Keypoint preview
YOLO11-pose l
YOLO11-pose l
YOLO11-pose m
YOLO11-pose m
YOLO11-pose n
YOLO11-pose nFails: misses the cyclist in white behind the lead rider
YOLO11-pose s
YOLO11-pose s
YOLO11-pose x
YOLO11-pose x
YOLO26-pose l
YOLO26-pose l
YOLO26-pose m
YOLO26-pose m
YOLO26-pose n
YOLO26-pose n
YOLO26-pose s
YOLO26-pose s
YOLO26-pose x
YOLO26-pose x
YOLOv8-pose l
YOLOv8-pose l
YOLOv8-pose m
YOLOv8-pose m
YOLOv8-pose n
YOLOv8-pose n
YOLOv8-pose s
YOLOv8-pose s
YOLOv8-pose x
YOLOv8-pose x